Just Think AIThe Blog
Things we've learnedshipping with AI.
Essays, playbooks, and case studies. Quietly opinionated. Written for operators who'd rather build than tweet.
500 posts · 12 topics
AI Strategy & ROI · May 20, 2026 · 3 min read
Build vs Buy AI for Operations Teams: A Practical Framework for Tool Selection
Should your operations team build AI in-house, buy an off-the-shelf solution, or take a hybrid path? This practical framework compares ROI, risk, data, compliance, and timeline so you can choose the right AI strategy.
Read the post →HIPAA-Safe AI Voice Systems: What Healthcare Teams Need to Know Before Automating Calls
HIPAA-safe voice AI can reduce missed calls, improve intake, and automate scheduling, but only with the right safeguards. Here is what healthcare teams should check before deploying AI call automation.
Read →How to Deploy an AI Voice Assistant for Healthcare Scheduling and Patient Follow-Up
A practical guide to deploying AI voice assistants for healthcare scheduling, intake, reminders, screening, and follow-up. Learn implementation steps, compliance safeguards, vendor evaluation criteria, and ROI metrics.
Read →Build vs Buy AI for Operations Teams: A Decision Framework for Automation, Integration, and ROI
Should your operations team build, buy, or boost its AI systems? This framework helps leaders evaluate ROI, TCO, proprietary data, vendor risk, and time-to-value.
Read →A Practical AI Operating Model for B2B Teams: Governance, Ownership, and ROI
A practical AI operating model helps B2B teams move from scattered pilots to measurable business impact. Learn how to structure governance, ownership, workflows, data, and ROI measurement for enterprise AI.
Read →Build vs Buy for Enterprise AI: A Practical Framework for Implementation Leaders
Should your enterprise build AI in-house, buy a platform, or boost a vendor model with proprietary data? Dylan Keil shares a practical framework for comparing ROI, TCO, risk, governance, and implementation ownership.
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How to Choose the Right AI Tools for Your Business Needs
Navigate the complex world of AI tools with our comprehensive guide. Learn to define your project goals, assess data, and select the best AI solutions.
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Poke: The Easiest Way to Control AI Agents via Text Messaging
Move from "chat" to "do." Poke uses agentic workflows to handle your inbox, schedule meetings, and control smart home devices directly through your favorite messaging apps.
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Microsoft’s MAI Revolution: 3 New Models to Topple OpenAI and Google
Microsoft unveils MAI-Transcribe-1, MAI-Voice-1, and MAI-Image-2. See how these in-house foundational models outpace OpenAI and Google in speed and accuracy.
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Claude’s Breakout Month: Every Major Anthropic Update and Breakthrough
From the launch of Opus 4.6 to the game-changing Claude Mythos leak, explore every major Anthropic update from March 2026. See how Claude is redefining AI autonomy.
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Move Over ChatGPT: Gemini Now Lets You Import Chats from Other AI Bots
As the AI wars heat up, Google makes it "radically easy" to ditch ChatGPT. Explore the new .zip import feature and the rebranding of Gemini Memory.
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Sora is Gone: Why OpenAI is Killing Its Most Controversial AI Tool
OpenAI officially shuts down Sora to pivot toward enterprise tools and robotics. Discover why Sam Altman is abandoning the "social AI" experiment for OpenAI Frontier.
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From Search to Creation: How to Use Google’s New Gemini Canvas in AI Mode
Turn search prompts into full projects. Explore Gemini Canvas features like code editing, document drafting, and automated tool creation available for all US users.
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Microsoft Scales Back Copilot: Which Windows 11 Apps are Losing AI Features?
Microsoft is stripping Copilot features from core Windows 11 apps to focus on OS stability. See the full list of apps losing AI integrations in the March update.
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Cloudflare CEO Warning: Bots to Surpass Human Internet Traffic by 2027
AI agents now visit 1,000x more sites than humans. Explore Cloudflare’s warning on the infrastructure crisis as automated requests eclipse human browsing by 2027.
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Mistral vs. OpenAI: The "Build-Your-Own" AI Strategy Taking Over the Enterprise
With the launch of Mistral Forge at GTC 2026, the "build vs. rent" debate is over. Discover why enterprises are choosing to train proprietary models over generic cloud APIs.
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Master the New ChatGPT App Integrations: Order DoorDash, Book Uber & Curate Spotify Playlists
Unlock the power of OpenAI’s App Ecosystem. Step-by-step instructions on linking your Uber, DoorDash, and Spotify accounts to turn ChatGPT into a personal task executor.
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Swipe Smarter: Everything You Need to Know About Bumble’s AI ‘Bee’
Tired of endless swiping? Meet Bee, Bumble’s new AI matchmaker. Learn how the Dates feature uses private conversations to find highly compatible partners.
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Meet Amazon's New Healthcare AI: The Assistant Changing How You Manage Health
Meet Amazon’s Health AI, the 2026 assistant that manages your prescriptions, books appointments, and explains lab results with HIPAA-compliant security.
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The Grammarly Flaw: Why ‘Expert Review’ Fails to Deliver Actual Experts
Explore the controversy behind Grammarly’s Expert Review. Discover why academics are calling the AI-simulated feedback from living and dead scholars "unethical" and "dishonest."
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Prada x Meta AI Glasses: Is Luxury Fashion the Future of Smart Wearables?
With 7 million AI glasses sold in 2025, Meta eyes the luxury market. Discover how a potential Prada partnership could redefine smart glasses as high-fashion accessories.
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Google VP Warning: The 2 Types of AI Startups Heading for Failure
Google Cloud VP Darren Mowry identifies the "check engine light" for AI startups. Discover why LLM wrappers and AI aggregators are heading for failure.
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Beyond SEO: How Gushwork Uses AI Agents to Capture High-Intent Customer Leads
Discover how Gushwork is using AI Search and autonomous agents to drive 40% of inbound customer leads. Explore early results and the $9M bet on AEO.
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Work 2.0: Mastering ChatGPT for Maximum Efficiency
Unlock maximum efficiency with ChatGPT. Learn expert tips and strategies to transform your workflow and boost your productivity.
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Firefly Flies Higher: New Adobe AI Image Power
Discover the enhanced image generation power of Adobe Firefly. Learn about new features and how Adobe's AI is elevating creative possibilities.
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OpenAI Data Reveals Europe's Love for ChatGPT Search
Learn how ChatGPT's search feature is resonating with users in Europe, according to new data released by OpenAI.
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The Engagement Trap: Why AI Chatbots Might Be Hurting You
Question the focus on chatbot engagement. Discover why prioritizing effectiveness and customer satisfaction over mere interactions can lead to better outcomes.
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Agentic Automation: The Key to Next-Level Efficiency?
Discover how agentic automation can unlock unprecedented levels of efficiency in your business. Learn about the capabilities of autonomous AI agents.
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Control Your Computer with AI: Hugging Face's Free Tool
Control your Windows or macOS computer with AI using Hugging Face's new, free tool. Simplify tasks with voice and automation.
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Microsoft Bans DeepSeek: AI Security Showdown
Explore Microsoft's decision to ban DeepSeek AI for its employees, citing security and potential propaganda issues. Understand the context and consequences.
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The $1 Billion Bet: Databricks and Neon Reshape AI Data
Explore Databricks and Neon's $1 billion investment aimed at reshaping how data is managed and utilized for artificial intelligence.
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Will Robots Steal Your Job? Amazon Offers a Different View
Will robots take your job? Amazon offers a contrasting perspective on automation and employment. Explore their insights and vision for the future.
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Anthropic: Cracking Open the AI Black Box
Learn about Anthropic's efforts to bring transparency to artificial intelligence. Discover their techniques for understanding and interpreting AI decision-making.
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Build Smarter Search: Anthropic's AI API for Developers
Unlock the power of intelligent search with Anthropic's AI API. Deliver superior search experiences with advanced natural language understanding.
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Get Ready: Gemini Ultra, Android 16 Headlines Google I/O 2025
Get ready for Google I/O 2025! Expect major announcements including the debut of Gemini Ultra and the reveal of Android 16.
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Why Anthropic's CEO Thinks AI Is More Honest Than You
Anthropic's CEO suggests AI might be more honest than you. Unpack this provocative idea and what it means for trust in AI and human interaction.
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